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murphyzc's Projects

deepproblog icon deepproblog

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

machine-learning icon machine-learning

渣渣学习machine learning时实现的python代码以及对算法的个人理解

reasoning-shortcuts icon reasoning-shortcuts

Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

stablenet icon stablenet

Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".

tasa icon tasa

This is the source code for paper "Unsupervised Domain Adaptation for Cross-Patient Seizure Classification"

vifip icon vifip

Using variational Bayesian inference for inverse problems

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